Research

Papers for “ade20k”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

Title	Authors	Year	Source
Normalized Feature Distillation for Semantic Segmentation	Tao Liu, Xi Yang, Chenshu Chen	2022	arxiv 2207.05256
ResT V2: Simpler, Faster and Stronger	Qing-Long Zhang, Yu-Bin Yang	2022	arxiv 2204.07366
Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation	Dipam Goswami, René Schuster, Joost van de Weijer	2022	arxiv 2210.07207
UncertainSAM: Fast and Efficient Uncertainty Quantification of the Segment Anything Model	Timo Kaiser, Thomas Norrenbrock, Bodo Rosenhahn	2025	arxiv 2505.05049
Joint-Embedding Predictive Architecture for Self-Supervised Learning of Mask Classification Architecture	Dong-Hee Kim, Sungduk Cho, Hyeonwoo Cho	2024	arxiv 2407.10733
Per-Pixel Classification is Not All You Need for Semantic Segmentation	Bowen Cheng, Alexander G. Schwing, Alexander Kirillov	2021	arxiv 2107.06278
DMT: Comprehensive Distillation with Multiple Self-supervised Teachers	Yuang Liu, Jing Wang, Qiang Zhou	2023	arxiv 2312.11938
Effective SAM Combination for Open-Vocabulary Semantic Segmentation	Minhyeok Lee, Suhwan Cho, Jungho Lee	2024	arxiv 2411.14723
Renovating Names in Open-Vocabulary Segmentation Benchmarks	Haiwen Huang, Songyou Peng, Dan Zhang	2024	arxiv 2403.09593
Compensation Learning in Semantic Segmentation	Timo Kaiser, Christoph Reinders, Bodo Rosenhahn	2023	arxiv 2304.13428
MambaVision: A Hybrid Mamba-Transformer Vision Backbone	Ali Hatamizadeh, Jan Kautz	2024	arxiv 2407.08083
DCANet: Dense Context-Aware Network for Semantic Segmentation	Yifu Liu, Chenfeng Xu, Xinyu Jin	2021	arxiv 2104.02533
Self-attention on Multi-Shifted Windows for Scene Segmentation	Litao Yu, Zhibin Li, Jian Zhang	2022	arxiv 2207.04403
Multi-Path Feedback Recurrent Neural Network for Scene Parsing	Xiaojie Jin, Yunpeng Chen, Jiashi Feng	2016	arxiv 1608.07706
Brain-Inspired Stepwise Patch Merging for Vision Transformers	Yonghao Yu, Dongcheng Zhao, Guobin Shen	2024	arxiv 2409.06963
Low-Resolution Self-Attention for Semantic Segmentation	Yu-Huan Wu, Shi-Chen Zhang, Yun Liu	2023	arxiv 2310.05026
AASeg: Attention Aware Network for Real Time Semantic Segmentation	Abhinav Sagar	2021	arxiv 2108.04349
Full Contextual Attention for Multi-resolution Transformers in Semantic Segmentation	Loic Themyr, Clement Rambour, Nicolas Thome	2022	arxiv 2212.07890
Neural Prior Estimation: Learning Class Priors from Latent Representations	Masoud Yavari, Payman Moallem	2026	arxiv 2602.17853
StaticSegFormer: An Efficient High-Performance Semantic Segmentation Based on Static Structured Pruning	Timo Bartels, Danish Nazir, Jan Piewek	2026	arxiv 2608.04811

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